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alirezarezvani/research-summarizer

Compétence agent de résumé de recherche structuré pour utilisateurs non développeurs. Traite articles académiques, articles web, rapports et documentations. Extrait les résultats clés, génère des analyses comparatives et produit des citations correctement formatées.

Qu'est-ce que research-summarizer ?

Cette compétence permet à un agent IA (comme Claude Code, Codex, Gemini CLI ou OpenClaw) de synthétiser et structurer des documents de recherche pour des utilisateurs non développeurs. Elle gère les articles académiques, articles web, rapports et documentations. L'agent extrait les points clés, génère des analyses comparatives entre sources et produit des citations formatées (comme APA, MLA). Idéale pour les étudiants, chercheurs ou professionnels souhaitant obtenir un résumé structuré, comparer plusieurs documents ou extraire des citations. Le fonctionnement repose sur des instructions markdown détaillées pour guider l'agent dans l'analyse, le résumé, la comparaison et la génération de citations. Elle supporte plusieurs plateformes et est prête à l'emploi via un fichier SKILL.md.

Compatible avec✓Claude Code✓Codex CLI~Cursor✓Gemini CLI
npx skills add https://github.com/alirezarezvani/claude-skills/tree/main/skills/research-summarizer

Installed? Explore more Recherche et analyse de données skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →

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Documentation

Que fait research-summarizer ?

Compétence agent de résumé de recherche structuré pour utilisateurs non développeurs. Traite articles académiques, articles web, rapports et documentations. Extrait les résultats clés, génère des analyses comparatives et produit des citations correctement formatées. À utiliser lorsque : l'utilisateur souhaite résumer un article de recherche, comparer plusieurs sources, extraire des citations de documents ou créer des briefs de recherche structurés. Plugin pour Claude Code, Codex, Gemini CLI et OpenClaw.

Instructions

Lorsqu'un utilisateur demande un résumé de recherche, une comparaison de sources ou une extraction de citations, le plugin doit :

  1. Analyser le(s) document(s) fourni(s)
  2. Extraire les résultats clés, méthodes et conclusions
  3. Structurer le résumé selon le format demandé
  4. Générer des citations dans le style approprié (APA, MLA, Chicago, etc.)

Formats de sortie

  • Résumé structuré : Titre, Auteurs, Résumé, Méthodologie, Résultats clés, Conclusion, Citations
  • Analyse comparative : Tableau de comparaison, similitudes, différences, synthèse
  • Extraction de citations : Liste formatée avec métadonnées

Plateformes supportées

  • Claude Code
  • Codex
  • Gemini CLI
  • OpenClaw

Exemple d'utilisation

Utilisateur : Résume cet article sur l'apprentissage automatique.
Agent : [Applique la compétence research-summarizer pour produire un résumé structuré]

Notes

  • Les documents peuvent être fournis sous forme de texte brut, PDF ou URL.
  • L'agent doit toujours demander la clarté sur le format de citation préféré si non spécifié.
  • Pour les analyses comparatives, l'agent doit identifier les points communs et les divergences entre les sources.

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

alirezarezvani/aws-solution-architect

Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines, or migrate to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.

alirezarezvani/board

Read, write, and browse the AgentHub message board for agent coordination. Use when the user runs /hub:board or asks to post, read, or inspect coordination messages between competing AgentHub agents.

alirezarezvani/board-prep

Board meeting preparation for the adversarial scenario, not the friendly one. Forces numbers-cold mastery, anticipates hard questions, builds a narrative that acknowledges weakness without losing the room. Use when preparing for a board meeting, an investor update, fundraising presentation, or any high-stakes adversarial review where every number must live in your head not just on a slide.

alirezarezvani/browserstack

Run tests on BrowserStack. Use when user mentions "browserstack", "cross-browser", "cloud testing", "browser matrix", "test on safari", "test on firefox", or "browser compatibility".

alirezarezvani/business-growth-skills

Router/index for the 4 business & growth skills bundled in this plugin: customer-success-manager (health scoring, churn risk, expansion), sales-engineer (RFP analysis, competitive matrices, PoC planning), revenue-operations (pipeline, forecast accuracy, GTM efficiency), and contract-and-proposal-writer. Use when a growth/revenue request doesn't obviously match one skill and you need to pick the right one (e.g., 'which accounts are at risk', 'should we bid on this RFP').

alirezarezvani/challenge

Pre-mortem plan analysis. Imagine the plan failed 12 months from now and work backwards to find the weaknesses. Surfaces assumptions, dependencies, and execution risks before committing resources. Use when before significant resource commitment, before presenting to a board or investors, when feedback has been one-sidedly positive, or when there is pressure to move fast and figure it out later.

alirezarezvani/claude-skills

Decision-grade entity research skill — produces a hypothesis-tested dossier on a specific company, person, nonprofit, or government org, not a generic profile. Forcing intake makes the user state their hypothesis upfront (what they already believe and want to verify or disprove) so the dossier tests it rather than confirms it. Output is an editable Word document (.docx) with verdict on the hypothesis, identity facts, 12-month activity timeline, network and reputation signals, red flags, conversation hooks tied to specific findings, and source-provenance audit log. Uses WebSearch + WebFetch + free APIs (SEC EDGAR, GitHub, ProPublica) as workhorses; optional BYOK MCPs enhance coverage. Use when the user asks for background research, diligence, or meeting prep on a specific entity (e.g., 'prep me for a meeting with [person/company]', 'due diligence on [company]'). Honors sensitivity exclusions for journalism + personal-vetting contexts.

alirezarezvani/c-level-advisor

10 C-level advisory agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. CEO, CTO, COO, CPO, CMO, CFO, CRO, CISO, CHRO, Executive Mentor. Multi-role board meetings, strategy routing, structured recommendations. For founders needing executive-level decision support.

alirezarezvani/coverage

Analyze test coverage gaps. Use when user says "test coverage", "what's not tested", "coverage gaps", "missing tests", "coverage report", or "what needs testing".

alirezarezvani/engineering-advanced-skills

Index of 37 advanced engineering agent skills for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Use when browsing or choosing among the POWERFUL-tier engineering skills: agent design, RAG, MCP servers, CI/CD, database design, observability, security auditing, changelog/release automation, reliability (SLO/chaos/flags/operators), platform ops.

alirezarezvani/engineering-skills

Index of the engineering-team skills bundle for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools. Architecture, frontend, backend, QA, DevOps, security, AI/ML, data engineering, Playwright, Stripe, AWS, MS365 (stdlib-only Python tools). Use when browsing or choosing among engineering-team role skills — load only the one specialist SKILL.md you need, never bulk-load the bundle.

alirezarezvani/eval

Evaluate and rank agent results by metric or LLM judge for an AgentHub session. Use when the user runs /hub:eval or asks to score, compare, or pick a winner among completed AgentHub agents.

alirezarezvani/extract

Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples. Use when the user runs /si:extract or asks to package a recurring solution from memory into a skill.

alirezarezvani/finance-skills

Router/index for the 2 finance skills bundled in this plugin: financial-analyst (ratio analysis, DCF valuation, budget variance, rolling forecasts) and saas-metrics-coach (ARR/MRR, churn, CAC/LTV, NRR, quick ratio). Use when a finance request doesn't obviously match one skill and you need to pick the right one (e.g., 'analyze these financials', 'how healthy are my SaaS metrics').

alirezarezvani/fix

Fix failing or flaky Playwright tests. Use when user says "fix test", "flaky test", "test failing", "debug test", "test broken", "test passes sometimes", or "intermittent failure".

alirezarezvani/generate

Generate Playwright tests. Use when user says "write tests", "generate tests", "add tests for", "test this component", "e2e test", "create test for", "test this page", or "test this feature".

alirezarezvani/hard-call

/em:hard-call — Framework for decisions with no good options. Use when every option is painful and a structured 10/10/10 + regret-minimization pass is needed — e.g. choosing between a layoff and a down round, or killing a beloved product line.

alirezarezvani/init

Set up Playwright in a project. Use when user says "set up playwright", "add e2e tests", "configure playwright", "testing setup", "init playwright", or "add test infrastructure".

alirezarezvani/loop

Start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly). Uses CronCreate for scheduling. Use when the user runs /ar:loop or asks to run an autoresearch experiment continuously on a schedule.

alirezarezvani/marketing-skills

Directory and router for the marketing skills library. Use when you need to find the right marketing skill for a task, see what marketing capabilities exist, or get oriented in this plugin. 44 specialist skills across 8 pods (content, SEO + AEO, CRO, channels, growth, intelligence, sales enablement, ops), 59 stdlib Python tools. Routes to one skill — it does not execute marketing work itself.

Skills associés

affaan-m/uspto-database

USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.

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affaan-m/scholar-evaluation

Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.

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affaan-m/literature-review

Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.

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affaan-m/everything-claude-code

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

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forrestchang/andrej-karpathy-skills

Agent skill repository discovered by 10x-chat research.

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langgenius/backend-code-review

Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.

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